A Multilevel Transfer Learning Technique and LSTM Framework for Generating Medical Captions for Limited CT and DBT Images

Author:

Aswiga R. V.ORCID,Shanthi A. P.

Publisher

Springer Science and Business Media LLC

Subject

Computer Science Applications,Radiology, Nuclear Medicine and imaging,Radiological and Ultrasound Technology

Reference58 articles.

1. Jeff Donahue, Lisa Anne Hendricks, Marcus Rohrbach, Subhashini Venugopalan, Sergio Guadarrama, Kate Saenko, Trevor Darrell: Long-term recurrent convolutional networks for visual recognition and description. In proceedings of IEEE conference Computer Vision Pattern Recognition. pp. 2625–2634. 2015.

2. R Ryan Kiros, Ruslan Salakhutdinov, Richard S. Zemel: Unifying visual-semantic embeddings with multimodal neural language models. Machine Learning. NIPS 2014 deep learning workshop [Online]. Available: https://arxiv.org/abs/1411.2539.

3. Junhua Mao, Wei Xu, Yi Yang, Jiang Wang, Zhiheng Huang, Alan Yuille : Deep captioning with multimodal recurrent neural networks (m-RNN). Computer Vision and Pattern Recognition. ICLR 2015 [Online]. Available: https://arxiv.org/abs/1412.6632.

4. Oriol Vinyals, Alexander Toshev, Samy Bengio, Dumitru Erhan: Show and tell A neural image caption generator. In proceedings of IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2015. [Online]. Available: https://doi.org/10.1109/CVPR.2015.7298935.

5. Kelvin Xu, Jimmy Ba, Ryan Kiros, Kyunghyun Cho, Aaron Courville, Ruslan Salakhutdinov, Richard Zemel, Yoshua Bengio: Show, attend and tell Neural image caption generation with visual attention. In proceedings of the 32nd International Conference on Machine Learning, ICML 2015. [Online]. Available: http://jmlr.org/proceedings/papers/v37/xuc15.html.

Cited by 7 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Deep understanding of radiology reports: leveraging dynamic convolution in chest X-ray images;Data Technologies and Applications;2023-11-29

2. Application of novel DIRF feature selection algorithm for automated brain disease detection;Biomedical Signal Processing and Control;2023-08

3. Stock Market Price Prediction Using Machine Learning Techniques;2023 4th International Conference for Emerging Technology (INCET);2023-05-26

4. An automatic detection and classification of diabetes mellitus using CNN;Soft Computing;2023-04-11

5. Application of a Deep Generative Model for Diversified Video Subtitles Based on Generative Adversarial Networks;2023 3rd Asia-Pacific Conference on Communications Technology and Computer Science (ACCTCS);2023-02

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3